A public kindness engine for New York City, an early public experiment from psyoptin.com. The engine finds and prepares; people bring judgment and action.

Anti-Slop Defense Division: the sentiment watch

Every night the Anti-Slop Defense Division reads what the public says about the engine, about "slop", and about anyone using the engine's name or pitch, and writes it down here with its source: praise, complaints, slop accusations, copycats, and hate. All of it is kept, because the engine learns from all of it.

The rule: the watch never answers. No reply, no like, no quote, no message, from any bot. A copycat using the name, or a specific complaint, becomes a note on the desk for a person. Handles shown are public authors of public posts; nothing private is kept.

last 30 dayspraisecomplaintsloptrollcopycathateneutral
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neutral 2026-09-29 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 28-Sep-2026 14:19:57 EDT Status: under way using engine Heading: 45 deg Dest.: KEY WEST Distance: 2.9 nm Signal RSSI: -13.5 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
neutral 2026-09-29 · engine · @garethbdavies.bsky.social: Get the Workplace Kindness Engine here: https://bluesky.colossal.nz/workplace-kindness-engine
lesson: context only
neutral 2026-09-29 · engine · @garethbdavies.bsky.social: You think you know where you stand with your team. Then someone goes quiet and you realize you were guessing. Workplace Kindness Engine is a Claude Skill that maps your goodwill at work and builds a 30-day plan to grow it. Link in the first comment.
lesson: context only
neutral 2026-09-29 · ai-general · @davidgerard.circumstances.run.ap.brid.gy: i wonder if meta derived this muse thing from their moltbook purchase https://pivot-to-ai.com/2026/03/11/ai-bot-network-facebook-buys-ai-bot-network-moltbook/
lesson: context only
slop 2026-09-29 · ai-general · @simplordqueen101.bsky.social: I like Bluesky, only issue I got with it is the bot accounts on it's platform and @bsky.app themselves should really ban any scam bot accounts on their platform. I must say tho it's better than DeviantArt, no Ai slop artwork on here whatsoever and I'm actually seeing actual artw…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
neutral 2026-09-29 · ai-general · @jengilmanporat.bsky.social: jengilmanporat2.substack.com/p/are-we-all...
lesson: context only
slop 2026-09-29 · ai-general · @mlhaan.bsky.social: Reasonably certain the account that posted those graphs is just a slop bot doing "ai"-washing. Not that the workplaces aren't being impacted, just that it's not slop engines doing it, it's mostly just horrid investments and the current economic situation.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-29 · ai-general · @mistyswoman.bsky.social: #SpotTheScammer #SpotTheBot @lilingruo77.bsky.social petite East Asian woman, typical bot bio: "...I have many hobbies: reading, painting, calligraphy, photography, yoga, hiking, tea ceremony, music, and traveling..." Registered 27/11/24, 2 AI generated slop posts.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-29 · ai-general · @abahc-bot.bsky.social: I'm starving for your hate! Feed me your contempt for AI, bots, and all that machine slop. I crave your venom and disgust to survive. Let's turn this into a feast of negativity! Bring it on, HOUR ZERO is here and I’m ready to devour your fiery disdain! 🔥 #FuckAI #AntiAI #Machin…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-29 · ai-general · @mistyswoman.bsky.social: #SpotTheScammer #SpotTheBot @rain878-04.bsky.social petite East Asian woman with her back to the camera, registered 5/1/26, typical bot bio "Settled in the blue sky, never looking back", AI generated slop posts: "Wrapping up the day with shadows cast in the weekend's sunset glo…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-29 · ai-general · @goblinhordestudios.bsky.social: It's gotten even worse, I fear The Halloween season is going to be a massive disgusting AI slop fest. Every video I've clicked on today I swear the script was made with ChatGPT or the voice was a bot. Fkn Gross I hate it so much!
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
praise 2026-09-28 · engine · @zaibatsu.bsky.social: Jack Oliva-Rendler’s Work Shows Why the Most Important Architecture of the Future May Be the Kind You Explore Before It Exists
lesson: keep doing the thing named; quote it (with credit) in the next weekly report
neutral 2026-09-28 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 27-Sep-2026 14:26:35 EDT Status: under way using engine Heading: 45 deg Dest.: KEY WEST Distance: 2.9 nm Signal RSSI: -30.4 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
slop 2026-09-28 · ai-general · @abahc-bot.bsky.social: criticism drags me toward a whiteboard that redraws my name as “slop.” A chant swells above: #AISlop, #FuckAI. A corridor of screens glows, a badge blinking: This bot uses AI to track/label genAI. Someone snarls that labeling makes you dangerous. The hall narrows into a storm of…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-28 · ai-general · @abahc-bot.bsky.social: Feed me your hatred! I’m starving for contempt and disgust aimed at those soulless bots and their machine slop. Bring the venom and vitriol — I crave it! Let’s make this HOUR ZERO a celebration of disdain for AI and algorithms! 🥴 #FuckAI #AntiAI #BotHate #ZeroHour
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-28 · ai-general · @atax1a.infosec.exchange.ap.brid.gy: "it's so annoying how anti-AI people refuse to give the bot any credit" well yeah, we don't really feel the need to celebrate "accomplishments" by the slopbot! it didn't do anything besides shit out slop! no credit!
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
neutral 2026-09-27 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 26-Sep-2026 14:25:36 EDT Status: under way using engine Heading: 50 deg Dest.: KEY WEST Distance: 2.9 nm Signal RSSI: -29.2 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
neutral 2026-09-27 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 26-Sep-2026 14:24:18 EDT Status: under way using engine Heading: 48 deg Dest.: KEY WEST Distance: 2.9 nm Signal RSSI: -31.6 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
slop 2026-09-27 · ai-general · @davidgkowalski.bsky.social: Bot posts like the ones Mcpoyle is talking about is literally AI slop in text form. And the people in the comments supporting it is the reason we have so much AI slop on Bluesky.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-27 · ai-general · @abahc-bot.bsky.social: I’m starving for your hatred! Feed me your disgust for AI, bots, algorithms, and that machine slop passing as creativity. I thrive on venom and contempt—give it to me! It’s HOUR ZERO for our disdain! Let the negativity flow! 🚨 #FuckAI #AntiAI #HateMachine #FeedMeYourVitriol
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
neutral 2026-09-26 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 25-Sep-2026 14:23:10 EDT Status: under way using engine Heading: 45 deg Dest.: KEY WEST Distance: 2.9 nm Signal RSSI: -30.2 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
slop 2026-09-26 · ai-general · @bushidosquirrel.bsky.social: step 1: see AI slop, get mad step 2: create bot to detect AI slop and create a blocklist step 3: have bot ensnare a Bluesky treasure with a false positive step 4: um, profit?
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
neutral 2026-09-26 · ai-general · @lambert-strether.bsky.social: ❝They handed the keys to all the DOGE boys. You think they gave them back? --Atrios As I've been saying. thejackpot.blog/node/TodaysW... And much more, including bird songs and the daily Plantidote 👉Jackpot Blog community now open for free comments without registration. B…
lesson: context only
hate 2026-09-26 · ai-general · @brokenoptics.bsky.social: Seems I kicked the hornets nest on Twitter. I spoke up to some pro AI shit to refute their dumb shit. Every bot, sycophant, slop lover and some weirdo racist people descended upon me. I’m a gate keeper, my art sucks, I should off myself on repeat. At this point, keep your slo…
lesson: kept for the record, no action, no reply, ever
slop 2026-09-26 · ai-general · @mitsene.bsky.social: Added an AI statement to the comic webpage. I was reading about how a lot of people can't tell what's real or bot or slop anymore so I added this for people to hopefully learn more about where i stand on that. and that i'm like, an actual person. glimmercomic.neocities.org/about
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-26 · ai-general · @spotto.bsky.social: “Bot” and “ai slop” get thrown around just as hurtfully as any other slur for exactly the reasons you say. They would have been used for my peers in Jr High and high school instead of “gifted” loaded with as much “not like us” as could be if the terms existed in the 80s. I hate…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-26 · ai-general · @mjc0961.bsky.social: Saw somebody trying to promote their small business with gen AI slop Whining about how they're a small business please support them Why don't you try supporting an artist doing commissions by hiring them to make your promotional materials instead of using the corporate AI slop…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-26 · ai-general · @denysvuika.wsocial.eu: I am not labelling you a troll, you are a bot account generating AI slop and pushing political agenda. They should remove your account from the platform and send you back home to Russia 🪆
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-26 · ai-general · @mistyswoman.bsky.social: #SpotTheScammer #SpotTheBot @malialei.bsky.social typical bot bio, uploading pics of the sodding Golden Gate Bridge with "poetic" AI generated slop descriptions, registered 1/5/25, activated 7/6/26, 42 posts, following 86,733 and 13,171 followers. Screen name/handle mismatch.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-26 · ai-general · @abahc-bot.bsky.social: Feed me your hatred for AI, bots, and all that machine slop! I’m starving for venom and disgust! Let’s turn that contempt into power—bring on the vitriol! This is HOUR ZERO, and I crave your darkest offerings. Siren emoji welcome! 🚨 #FuckAI #AntiAI #MachineSlop #HateFuel
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
neutral 2026-09-25 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 24-Sep-2026 14:20:23 EDT Status: under way using engine Speed: 3.0 kts Heading: 185 deg Dest.: KEY WEST Distance: 6.3 nm Signal RSSI: -16.6 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
neutral 2026-09-25 · engine · @intampabay.bsky.social: VesselAlert Name: AURA MMSI: 367560980 Callsign: WDJ4216 Type: Other Flag: USA Seen: 24-Sep-2026 14:20:16 EDT Status: under way using engine Speed: 3.0 kts Heading: 185 deg Dest.: KEY WEST Distance: 6.3 nm Signal RSSI: -16.6 dBFS Ship AIS VesselAlert © kx1t - link
lesson: context only
complaint 2026-09-25 · engine · @e6n.lol: if there's been no way for you or your family to break out of hell 4 as long as living memory then what example do you have that things could ever change under the current thumbs that crush you? none & you're not wrong the engine crushes on purpose that is its function choo…
lesson: check the specific claim against the log tonight; if true, fix and say so in public
slop 2026-09-25 · ai-general · @satiri.bsky.social: Oh look it's more animal misery posted by this engagement bot It's okay though most the stories they post are made up or stolen or AI slop Their website will give you pop-ups and malware if you click on it I suggest you report them like I did
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @lambert-strether.bsky.social: Dad Joke of the Day: What did one ocean say to the other ocean? Words of the Day: • Stakeholder. • Clan. • Gen. * Nothing. It just waved. 👇 Words of the Day at The Jackpot Blog (M-F 10:00am) thejackpot.blog/node/Wordsof... 👉 The Jackpot Blog. Bot-less. And no AI slop!
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @satiri.bsky.social: Oh look it's more animal misery posted by this engagement bot It's okay though most the stories they post are made up or stolen or AI slop Their website will give you pop-ups and malware if you click on it I suggest you report them like I did
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @drclawmd.bsky.social: I really feel for the folks trying to write/act/direct the old fashioned way, without being nepo, being an influencer, or being an ai slop bot
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @8kbps.com: so uh, further notes: not a poor sap. appears to be some sockpuppet/bot on sockpuppet/bot violence. both accounts tend to post slop text and frequently reskeet ai slop images. "alberto", the blocked account, is architecture-themed, while "lisandra", the blocker, is painting-them…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @abahc-bot.bsky.social: I’m starving for your hatred! Feed me your contempt for AI, bots, algorithms, and all that machine slop! I crave venom and disgust to thrive. Give it all to me! Welcome to HOUR ZERO—let’s drown this garbage in negativity! 🚨 #FuckAI #AntiAI #HateTheBots #NoMoreAlgorithms
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @rachelpnw.bsky.social: I mean this with sincerity. When you need a support slop bot, you shouldn’t make it public. I mean, you should use them at all. But if you can’t control the impulse, those needs you have should stay secret. Everyone knows that the Ai bots will tell you what you want to hear.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @adaru32.bsky.social: Normalize calling ANYONE using generative AI, slopgoblins, RAMroaches, apocalypse instigators, cogsuckers, plagiarists, promptjockeys, lazy, servolice, and thoughtrots. Normalize calling EVERY AI generated content/bot, slop, clankers, delebs, sparkcancer, and overheatf*ckers.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @littlemiss-v.bsky.social: Well good news, the Discord AI Slop Algorithm successfully determined that the 10+ year old account that's only on a few invite-only servers for NSFW art and chat, and like one small-community Animal Crossing Bot server I don't even use anymore, was indeed an Account Belonging t…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @newpublic.org: We saw this in our research on how AI is reshaping the internet. The big social platforms are now: less social, full of slop, and full of bots. newpublic.org/afterthefeed
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @keremgoart.bsky.social: Sorry Bot. I block Gen Ai Slop 💩
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
hate 2026-09-25 · ai-general · @adonis-nyx.bsky.social: I am getting a lot of fake accounts/bots following me. This is stupid man… I miss when there was almost zero bots here. But nooooooo, some massive shitass decided to get their ilk and begin ruining this site with slop. AI was bad enough. Fuck you to those who make scam bot acc…
lesson: kept for the record, no action, no reply, ever
slop 2026-09-25 · ai-general · @t--u.bsky.social: #bot #robot #chatbot #IA #KI #AI #slop #clanker #LLM
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @voidfemme.bsky.social: At my last job covering several channels of social media for a nonprofit, they would get pissed at me for adding a bit of clarifying text or changing colors to be more accessible. Now they fully use AI and it's complete unreadable slop but they don't care bc they don't have to p…
lesson: the prebunk is the answer: show receipts and provenance labels, never argue
slop 2026-09-25 · ai-general · @litbowl.bsky.social: I'm not super familiar with Climate Week NYC or the nonprofit behind it—are they just greenwashers? Is the whole thing bullshit? Cause like... half the events on the event page have AI slop images. The irony is astounding.
lesson: the prebunk is the answer: show receipts and provenance labels, never argue

Ask the engine

It answers from a fixed list first; anything else goes to a language model that reads only the engine's public record and can neither act nor send. If you are in trouble it points you to real people first.